Overview

Dataset statistics

Number of variables26
Number of observations16973
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.4 MiB
Average record size in memory208.0 B

Variable types

NUM26

Reproduction

Analysis started2020-07-01 19:44:46.164939
Analysis finished2020-07-01 19:48:00.526670
Versionpandas-profiling v2.6.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml
B_2 is highly correlated with A_2 and 2 other fieldsHigh Correlation
A_2 is highly correlated with B_2 and 2 other fieldsHigh Correlation
A_3 is highly correlated with A_1High Correlation
A_1 is highly correlated with A_3High Correlation
A_4 is highly correlated with A_2 and 2 other fieldsHigh Correlation
B_3 is highly correlated with B_1High Correlation
B_1 is highly correlated with B_3High Correlation
B_4 is highly correlated with A_2 and 2 other fieldsHigh Correlation
C_3 is highly correlated with C_1High Correlation
C_1 is highly correlated with C_3High Correlation
C_4 is highly correlated with C_2High Correlation
C_2 is highly correlated with C_4High Correlation
L_4 is highly correlated with L_3 and 2 other fieldsHigh Correlation
L_3 is highly correlated with L_4 and 2 other fieldsHigh Correlation
L_5 is highly correlated with L_3 and 2 other fieldsHigh Correlation
L_6 is highly correlated with L_3 and 2 other fieldsHigh Correlation
L_7 is highly correlated with L_1 and 1 other fieldsHigh Correlation
L_1 is highly correlated with L_7 and 1 other fieldsHigh Correlation
L_9 is highly correlated with L_1 and 1 other fieldsHigh Correlation
C_5 is highly correlated with A_5High Correlation
A_5 is highly correlated with C_5High Correlation

Variables

Timestamp
Real number (ℝ≥0)

UNIFORM
UNIQUE
Distinct count16973
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8486
Minimum0
Maximum16972
Zeros1
Zeros (%)< 0.1%
Memory size132.7 KiB

Quantile statistics

Minimum0
5-th percentile848.6
Q14243
median8486
Q312729
95-th percentile16123.4
Maximum16972
Range16972
Interquartile range (IQR)8486

Descriptive statistics

Standard deviation4899.827395
Coefficient of variation (CV)0.5774012957
Kurtosis-1.2
Mean8486
Median Absolute Deviation (MAD)4243.249985
Skewness0
Sum144032878
Variance24008308.5
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 16972.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2047 1 < 0.1%
 
6758 1 < 0.1%
 
2692 1 < 0.1%
 
12931 1 < 0.1%
 
14978 1 < 0.1%
 
8833 1 < 0.1%
 
10880 1 < 0.1%
 
4727 1 < 0.1%
 
6774 1 < 0.1%
 
629 1 < 0.1%
 
Other values (16963) 16963 99.9%
 
ValueCountFrequency (%) 
0 1 < 0.1%
 
1 1 < 0.1%
 
2 1 < 0.1%
 
3 1 < 0.1%
 
4 1 < 0.1%
 
ValueCountFrequency (%) 
16972 1 < 0.1%
 
16971 1 < 0.1%
 
16970 1 < 0.1%
 
16969 1 < 0.1%
 
16968 1 < 0.1%
 

L_1
Real number (ℝ)

HIGH CORRELATION
Distinct count178
Unique (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean53.54097207
Minimum-99.33181473
Maximum87.33485194
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-99.33181473
5-th percentile33.63705391
Q156.02126044
median56.29460898
Q357.50949129
95-th percentile87.33485194
Maximum87.33485194
Range186.6666667
Interquartile range (IQR)1.488230849

Descriptive statistics

Standard deviation27.15088039
Coefficient of variation (CV)0.5071047339
Kurtosis18.31286196
Mean53.54097207
Median Absolute Deviation (MAD)13.51485471
Skewness-3.782508509
Sum908750.9189
Variance737.170306
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-99.33181473 -99.25588459 -99.14198937 -96.97038724 -96.8944571 ... 74.78359909 76.7881549 79.05846621 84.87471527 87.33485194], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
56.06681853 1915 11.3%
 
57.00835232 1646 9.7%
 
56.02126044 1542 9.1%
 
33.63705391 1472 8.7%
 
87.33485194 1041 6.1%
 
56.49202735 1026 6.0%
 
55.01898254 869 5.1%
 
78.42065301 759 4.5%
 
56.24905089 688 4.1%
 
57.26651483 647 3.8%
 
Other values (168) 5368 31.6%
 
ValueCountFrequency (%) 
-99.33181473 114 0.7%
 
-99.17995444 6 < 0.1%
 
-99.1040243 2 < 0.1%
 
-98.2080486 1 < 0.1%
 
-98.14730448 6 < 0.1%
 
ValueCountFrequency (%) 
87.33485194 1041 6.1%
 
82.4145786 2 < 0.1%
 
82.20197419 1 < 0.1%
 
79.69627942 1 < 0.1%
 
78.42065301 759 4.5%
 

L_2
Real number (ℝ)

Distinct count2899
Unique (%)17.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.729326224
Minimum-81.0115571
Maximum30.62010687
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-81.0115571
5-th percentile-7.07592891
Q1-2.3238474
median3.119174852
Q38.599478065
95-th percentile19.11768361
Maximum30.62010687
Range111.631664
Interquartile range (IQR)10.92332547

Descriptive statistics

Standard deviation12.93120851
Coefficient of variation (CV)4.737875743
Kurtosis16.61989118
Mean2.729326224
Median Absolute Deviation (MAD)7.859869244
Skewness-3.149620138
Sum46324.854
Variance167.2161536
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-81.0115571 -80.02361128 -78.8430471 -64.6389959 -64.23511868 ... 19.45445508 22.16353922 24.25748727 25.90406363 30.62010687], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-79.73157699 123 0.7%
 
-64.40909656 38 0.2%
 
-2.361128361 21 0.1%
 
-2.721511125 21 0.1%
 
-2.535106256 21 0.1%
 
-3.019758919 20 0.1%
 
-2.907915994 19 0.1%
 
-0.8698893924 19 0.1%
 
7.356778935 19 0.1%
 
-3.454703605 19 0.1%
 
Other values (2889) 16653 98.1%
 
ValueCountFrequency (%) 
-81.0115571 1 < 0.1%
 
-80.31564558 1 < 0.1%
 
-79.73157699 123 0.7%
 
-77.95451721 1 < 0.1%
 
-75.86678265 1 < 0.1%
 
ValueCountFrequency (%) 
30.62010687 1 < 0.1%
 
28.5696533 1 < 0.1%
 
26.9789984 1 < 0.1%
 
26.33279483 1 < 0.1%
 
26.13396297 1 < 0.1%
 

A_1
Real number (ℝ)

HIGH CORRELATION
Distinct count105
Unique (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean65.75582819
Minimum-100
Maximum75.01333945
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-100
5-th percentile62.26846559
Q162.34469091
median62.39042611
Q374.83039867
95-th percentile74.89137893
Maximum75.01333945
Range175.0133395
Interquartile range (IQR)12.48570776

Descriptive statistics

Standard deviation16.06557093
Coefficient of variation (CV)0.244321627
Kurtosis52.06409954
Mean65.75582819
Median Absolute Deviation (MAD)7.772743136
Skewness-6.355656558
Sum1116073.672
Variance258.1025693
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-100. -75.08956476 -50.16388445 -49.91996342 -12.77536397 ... 74.92949159 74.94473665 74.95998171 74.97522678 75.01333945], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
62.35993599 1455 8.6%
 
62.37518104 1338 7.9%
 
62.34469091 1217 7.2%
 
62.39042611 1068 6.3%
 
62.32944586 1001 5.9%
 
74.84564372 904 5.3%
 
74.8608888 854 5.0%
 
74.83039867 837 4.9%
 
62.31420079 711 4.2%
 
74.8151536 705 4.2%
 
Other values (95) 6883 40.6%
 
ValueCountFrequency (%) 
-100 63 0.4%
 
-50.17912951 2 < 0.1%
 
-50.14863938 3 < 0.1%
 
-50.11814923 5 < 0.1%
 
-50.10290418 2 < 0.1%
 
ValueCountFrequency (%) 
75.01333945 1 < 0.1%
 
74.99809438 1 < 0.1%
 
74.9828493 6 < 0.1%
 
74.96760425 22 0.1%
 
74.95235918 64 0.4%
 

A_2
Real number (ℝ)

HIGH CORRELATION
Distinct count171
Unique (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean69.55265903
Minimum-100
Maximum82.78371467
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-100
5-th percentile61.04372911
Q161.10928996
median71.8612732
Q382.58703206
95-th percentile82.65259294
Maximum82.78371467
Range182.7837147
Interquartile range (IQR)21.4777421

Descriptive statistics

Standard deviation19.99298586
Coefficient of variation (CV)0.2874510642
Kurtosis26.82901534
Mean69.55265903
Median Absolute Deviation (MAD)12.88490073
Skewness-4.282011064
Sum1180517.282
Variance399.7194835
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-100. -78.62715531 -57.24775454 -56.86750147 -24.93935619 ... 82.68537336 82.69848554 82.71159771 82.73782207 82.78371467], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
82.58703206 894 5.3%
 
61.10928996 882 5.2%
 
61.12240215 878 5.2%
 
82.57391988 827 4.9%
 
61.13551433 826 4.9%
 
82.60014422 797 4.7%
 
82.61325641 765 4.5%
 
61.0961778 748 4.4%
 
82.62636859 701 4.1%
 
61.14862649 681 4.0%
 
Other values (161) 8974 52.9%
 
ValueCountFrequency (%) 
-100 63 0.4%
 
-57.25431062 1 < 0.1%
 
-57.24119846 2 < 0.1%
 
-57.22808628 4 < 0.1%
 
-57.11007671 1 < 0.1%
 
ValueCountFrequency (%) 
82.78371467 1 < 0.1%
 
82.75749032 4 < 0.1%
 
82.74437816 6 < 0.1%
 
82.73126598 20 0.1%
 
82.71815379 34 0.2%
 

B_1
Real number (ℝ)

HIGH CORRELATION
Distinct count122
Unique (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean53.06134799
Minimum-100
Maximum100
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-100
5-th percentile55.23803074
Q155.29220561
median55.31929303
Q355.35992415
95-th percentile55.4005553
Maximum100
Range200
Interquartile range (IQR)0.06771854363

Descriptive statistics

Standard deviation15.56998209
Coefficient of variation (CV)0.2934335949
Kurtosis52.49919161
Mean53.06134799
Median Absolute Deviation (MAD)4.59601256
Skewness-6.945910202
Sum900610.2595
Variance242.4243423
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-100. -92.72025462 -55.75946366 -55.6917451 -55.52922056 ... 77.45649083 77.57838425 99.6004605 99.78330061 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
55.33283673 1999 11.8%
 
55.31929303 1858 10.9%
 
55.30574931 1825 10.8%
 
55.34638045 1792 10.6%
 
55.35992415 1544 9.1%
 
55.29220561 1438 8.5%
 
55.27866189 1150 6.8%
 
55.37346788 1129 6.7%
 
55.3870116 813 4.8%
 
55.26511819 803 4.7%
 
Other values (112) 2622 15.4%
 
ValueCountFrequency (%) 
-100 63 0.4%
 
-85.44050924 1 < 0.1%
 
-55.76623553 1 < 0.1%
 
-55.7526918 1 < 0.1%
 
-55.7391481 3 < 0.1%
 
ValueCountFrequency (%) 
100 1 < 0.1%
 
99.79684432 1 < 0.1%
 
99.7697569 1 < 0.1%
 
99.75621318 2 < 0.1%
 
99.74266948 1 < 0.1%
 

B_2
Real number (ℝ)

HIGH CORRELATION
Distinct count162
Unique (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean69.45509252
Minimum-100
Maximum82.80655739
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-100
5-th percentile61.07540985
Q161.1409836
median82.51803278
Q382.62295083
95-th percentile82.6885246
Maximum82.80655739
Range182.8065574
Interquartile range (IQR)21.48196723

Descriptive statistics

Standard deviation20.66466099
Coefficient of variation (CV)0.297525498
Kurtosis23.8483618
Mean69.45509252
Median Absolute Deviation (MAD)13.30268016
Skewness-4.094549673
Sum1178861.285
Variance427.0282139
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-100. -78.61639345 -57.21311476 -56.87213114 -24.92459016 ... 82.69508197 82.70819672 82.73442623 82.76065574 82.80655739], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
82.62295083 966 5.7%
 
61.1409836 929 5.5%
 
61.15409836 922 5.4%
 
82.60983606 919 5.4%
 
82.63606557 895 5.3%
 
61.16721313 878 5.2%
 
82.64918033 858 5.1%
 
61.12786886 841 5.0%
 
82.6622951 791 4.7%
 
82.59672132 767 4.5%
 
Other values (152) 8207 48.4%
 
ValueCountFrequency (%) 
-100 61 0.4%
 
-57.23278689 2 < 0.1%
 
-57.19344262 1 < 0.1%
 
-57.18032786 1 < 0.1%
 
-57.15409835 1 < 0.1%
 
ValueCountFrequency (%) 
82.80655739 1 < 0.1%
 
82.79344262 1 < 0.1%
 
82.78032788 5 < 0.1%
 
82.76721312 10 0.1%
 
82.75409835 27 0.2%
 

C_1
Real number (ℝ)

HIGH CORRELATION
Distinct count128
Unique (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean57.01366922
Minimum-99.97289789
Maximum99.93224473
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-99.97289789
5-th percentile55.37638052
Q155.41703367
median55.45768683
Q366.4746934
95-th percentile66.59665288
Maximum99.93224473
Range199.9051426
Interquartile range (IQR)11.05765973

Descriptive statistics

Standard deviation14.80519476
Coefficient of variation (CV)0.2596779853
Kurtosis55.67561009
Mean57.01366922
Median Absolute Deviation (MAD)5.828987119
Skewness-6.553609617
Sum967693.0076
Variance219.1937918
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-99.97289789 -77.82370079 -55.66772817 -55.47801342 -22.37278949 ... 77.61365946 77.68819026 99.72897892 99.78995866 99.93224473], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
55.44413577 1713 10.1%
 
55.43058473 1636 9.6%
 
55.45768683 1632 9.6%
 
55.41703367 1408 8.3%
 
55.47123788 1225 7.2%
 
55.40348263 1049 6.2%
 
55.48478894 755 4.4%
 
55.38993156 722 4.3%
 
66.56955078 482 2.8%
 
66.55599974 440 2.6%
 
Other values (118) 5911 34.8%
 
ValueCountFrequency (%) 
-99.97289789 59 0.3%
 
-55.67450369 1 < 0.1%
 
-55.66095265 1 < 0.1%
 
-55.62029948 1 < 0.1%
 
-55.59319738 1 < 0.1%
 
ValueCountFrequency (%) 
99.93224473 2 < 0.1%
 
99.91869366 1 < 0.1%
 
99.90514262 2 < 0.1%
 
99.89159156 4 < 0.1%
 
99.87804052 1 < 0.1%
 

C_2
Real number (ℝ)

HIGH CORRELATION
Distinct count191
Unique (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean66.54993739
Minimum-100
Maximum82.79048432
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-100
5-th percentile28.92850121
Q161.01972606
median61.12458222
Q382.51523692
95-th percentile82.60698605
Maximum82.79048432
Range182.7904843
Interquartile range (IQR)21.49551086

Descriptive statistics

Standard deviation21.03165024
Coefficient of variation (CV)0.3160280995
Kurtosis17.5104143
Mean66.54993739
Median Absolute Deviation (MAD)14.19728568
Skewness-3.208238022
Sum1129552.087
Variance442.3303116
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-100. -78.55691722 -57.10072743 -56.98931778 -24.91644275 ... 82.65286061 82.66596763 82.69218167 82.7183957 82.79048432], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
61.04594009 585 3.4%
 
61.03283309 582 3.4%
 
61.05904712 578 3.4%
 
61.07215415 573 3.4%
 
82.51523692 565 3.3%
 
61.08526116 548 3.2%
 
82.52834392 546 3.2%
 
82.54145095 536 3.2%
 
61.01972606 525 3.1%
 
82.50212989 509 3.0%
 
Other values (181) 11426 67.3%
 
ValueCountFrequency (%) 
-100 59 0.3%
 
-57.11383445 2 < 0.1%
 
-57.08762041 2 < 0.1%
 
-57.06140638 1 < 0.1%
 
-57.04829937 1 < 0.1%
 
ValueCountFrequency (%) 
82.79048432 2 < 0.1%
 
82.77737729 1 < 0.1%
 
82.76427028 2 < 0.1%
 
82.75116325 3 < 0.1%
 
82.72494922 7 < 0.1%
 

A_3
Real number (ℝ)

HIGH CORRELATION
Distinct count1681
Unique (%)9.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean31.77552253
Minimum-80.70869194
Maximum51.80274483
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-80.70869194
5-th percentile22.54012561
Q125.20741258
median27.82817709
Q343.32015197
95-th percentile46.51469334
Maximum51.80274483
Range132.5114368
Interquartile range (IQR)18.1127394

Descriptive statistics

Standard deviation15.54447294
Coefficient of variation (CV)0.4891964538
Kurtosis19.36784148
Mean31.77552253
Median Absolute Deviation (MAD)10.32204512
Skewness-3.520384175
Sum539325.944
Variance241.630639
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-80.70869194 -74.80034116 -68.62836318 -65.72071024 -49.77126463 ... 47.54594091 48.22827014 48.98813677 50.29851903 51.80274483], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-80.70869194 63 0.4%
 
25.61060713 40 0.2%
 
26.95975807 37 0.2%
 
26.44801117 36 0.2%
 
26.43250367 36 0.2%
 
26.26192137 36 0.2%
 
25.85872685 36 0.2%
 
24.86624797 36 0.2%
 
26.15336899 35 0.2%
 
26.99077306 35 0.2%
 
Other values (1671) 16583 97.7%
 
ValueCountFrequency (%) 
-80.70869194 63 0.4%
 
-68.89199039 1 < 0.1%
 
-68.36473598 1 < 0.1%
 
-68.33372102 1 < 0.1%
 
-68.10110878 2 < 0.1%
 
ValueCountFrequency (%) 
51.80274483 1 < 0.1%
 
51.60114754 1 < 0.1%
 
51.4770877 1 < 0.1%
 
51.2909979 1 < 0.1%
 
51.08940064 1 < 0.1%
 

A_4
Real number (ℝ)

HIGH CORRELATION
Distinct count1840
Unique (%)10.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean44.34383622
Minimum-86.19279761
Maximum69.77512188
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-86.19279761
5-th percentile27.44142162
Q130.1462494
median45.58892908
Q362.82434344
95-th percentile65.48199402
Maximum69.77512188
Range155.9679195
Interquartile range (IQR)32.67809404

Descriptive statistics

Standard deviation23.07203354
Coefficient of variation (CV)0.5202985467
Kurtosis8.42312944
Mean44.34383622
Median Absolute Deviation (MAD)18.20359851
Skewness-2.183975731
Sum752647.9321
Variance532.3187317
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-86.19279761 -81.82104104 -77.36279289 -71.91382293 -60.33181318 ... 66.54348169 66.99952823 67.62855795 68.48561094 69.77512188], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-86.19279761 63 0.4%
 
63.32756722 48 0.3%
 
29.9575405 43 0.3%
 
29.2656078 39 0.2%
 
30.52366725 38 0.2%
 
29.94181475 37 0.2%
 
31.23132568 37 0.2%
 
30.22487812 37 0.2%
 
62.38402266 37 0.2%
 
30.28778109 36 0.2%
 
Other values (1830) 16558 97.6%
 
ValueCountFrequency (%) 
-86.19279761 63 0.4%
 
-77.44928448 1 < 0.1%
 
-77.27630131 1 < 0.1%
 
-77.07186664 1 < 0.1%
 
-76.5057399 1 < 0.1%
 
ValueCountFrequency (%) 
69.77512188 1 < 0.1%
 
69.57068723 1 < 0.1%
 
69.24044662 1 < 0.1%
 
69.13036641 1 < 0.1%
 
69.05173769 1 < 0.1%
 

B_3
Real number (ℝ)

HIGH CORRELATION
Distinct count961
Unique (%)5.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.78491255
Minimum-99.6929541
Maximum94.76405948
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-99.6929541
5-th percentile19.13380739
Q121.41241113
median22.70523595
Q324.01422107
95-th percentile25.87265676
Maximum94.76405948
Range194.4570136
Interquartile range (IQR)2.60180994

Descriptive statistics

Standard deviation13.69414017
Coefficient of variation (CV)0.6588500258
Kurtosis35.55363407
Mean20.78491255
Median Absolute Deviation (MAD)4.39337205
Skewness-5.622013328
Sum352782.3207
Variance187.529475
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-99.6929541 -91.87136393 -79.08047834 -72.62443439 -71.66289593 ... 26.93115708 27.84421461 29.05623789 91.40271494 94.76405948], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
22.30122819 75 0.4%
 
22.57595345 74 0.4%
 
23.15772464 67 0.4%
 
23.31932773 67 0.4%
 
22.46283128 66 0.4%
 
22.23658696 65 0.4%
 
22.07498385 65 0.4%
 
22.20426632 65 0.4%
 
22.68907563 65 0.4%
 
23.01228185 64 0.4%
 
Other values (951) 16300 96.0%
 
ValueCountFrequency (%) 
-99.6929541 1 < 0.1%
 
-84.04977375 63 0.4%
 
-74.11118293 7 < 0.1%
 
-73.64253393 1 < 0.1%
 
-73.38396897 1 < 0.1%
 
ValueCountFrequency (%) 
94.76405948 1 < 0.1%
 
94.3438914 1 < 0.1%
 
94.03684552 1 < 0.1%
 
93.79444085 1 < 0.1%
 
93.55203621 1 < 0.1%
 

B_4
Real number (ℝ)

HIGH CORRELATION
Distinct count1774
Unique (%)10.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean44.0211431
Minimum-86.63506384
Maximum69.53895559
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-86.63506384
5-th percentile27.13510208
Q129.82643934
median57.71848001
Q362.65769556
95-th percentile65.21140762
Maximum69.53895559
Range156.1740194
Interquartile range (IQR)32.83125622

Descriptive statistics

Standard deviation23.89602503
Coefficient of variation (CV)0.5428306344
Kurtosis8.072067698
Mean44.0211431
Median Absolute Deviation (MAD)18.76184513
Skewness-2.215299734
Sum747170.8618
Variance571.0200124
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-86.63506384 -82.37632847 -77.36065448 -73.03310651 -61.13617249 ... 65.67780413 66.51884701 67.40576498 68.33091216 69.53895559], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-86.63506384 61 0.4%
 
29.68881414 43 0.3%
 
29.81114764 41 0.2%
 
29.39827204 40 0.2%
 
30.46869028 39 0.2%
 
30.66748223 39 0.2%
 
62.24481996 36 0.2%
 
30.28519001 35 0.2%
 
62.65769556 35 0.2%
 
29.07714656 35 0.2%
 
Other values (1764) 16569 97.6%
 
ValueCountFrequency (%) 
-86.63506384 61 0.4%
 
-78.11759309 1 < 0.1%
 
-77.84234269 1 < 0.1%
 
-76.87896628 2 < 0.1%
 
-76.72604939 3 < 0.1%
 
ValueCountFrequency (%) 
69.53895559 1 < 0.1%
 
69.06491322 1 < 0.1%
 
69.01903817 1 < 0.1%
 
68.65203762 2 < 0.1%
 
68.51441242 1 < 0.1%
 

C_3
Real number (ℝ)

HIGH CORRELATION
Distinct count1426
Unique (%)8.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean30.59663684
Minimum-85.24883145
Maximum100
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-85.24883145
5-th percentile25.54302996
Q127.24773164
median28.62249106
Q341.42150124
95-th percentile44.39098156
Maximum100
Range185.2488315
Interquartile range (IQR)14.17376959

Descriptive statistics

Standard deviation15.04344368
Coefficient of variation (CV)0.4916698447
Kurtosis27.54534603
Mean30.59663684
Median Absolute Deviation (MAD)7.482753611
Skewness-4.387914429
Sum519316.717
Variance226.3051978
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-85.24883145 -80.37530932 -75.43304922 -72.30547154 -59.35523783 ... 45.48391531 45.96508111 46.679956 47.31921914 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
27.94885895 67 0.4%
 
28.25130602 63 0.4%
 
-85.24883145 59 0.3%
 
27.27522683 58 0.3%
 
27.44019797 57 0.3%
 
26.67033268 56 0.3%
 
27.61891668 55 0.3%
 
27.78388782 55 0.3%
 
28.22381083 54 0.3%
 
28.08633488 54 0.3%
 
Other values (1416) 16395 96.6%
 
ValueCountFrequency (%) 
-85.24883145 59 0.3%
 
-75.50178719 1 < 0.1%
 
-75.36431125 1 < 0.1%
 
-75.15809733 1 < 0.1%
 
-74.80065988 1 < 0.1%
 
ValueCountFrequency (%) 
100 1 < 0.1%
 
95.76574098 1 < 0.1%
 
95.44954633 1 < 0.1%
 
95.32581797 1 < 0.1%
 
94.92713774 1 < 0.1%
 

C_4
Real number (ℝ)

HIGH CORRELATION
Distinct count2037
Unique (%)12.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.48564391
Minimum-73.59965263
Maximum62.08206687
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-73.59965263
5-th percentile-4.737299173
Q128.79939209
median30.77507597
Q356.3504125
95-th percentile58.5106383
Maximum62.08206687
Range135.6817195
Interquartile range (IQR)27.55102041

Descriptive statistics

Standard deviation21.714914
Coefficient of variation (CV)0.5792861408
Kurtosis4.480290795
Mean37.48564391
Median Absolute Deviation (MAD)16.97697912
Skewness-1.629046106
Sum636243.834
Variance471.5374898
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-73.59965263 -70.89665654 -62.89079462 -61.45788103 -50.64589666 ... 59.01541467 59.62331741 60.26378636 60.57316543 62.08206687], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-73.59965263 59 0.3%
 
29.30959618 41 0.2%
 
29.26617454 39 0.2%
 
29.50499349 38 0.2%
 
29.37472861 37 0.2%
 
-47.93747286 36 0.2%
 
29.76552322 36 0.2%
 
-47.75293097 36 0.2%
 
29.22275293 36 0.2%
 
29.66782457 36 0.2%
 
Other values (2027) 16579 97.7%
 
ValueCountFrequency (%) 
-73.59965263 59 0.3%
 
-68.19366044 1 < 0.1%
 
-63.26530612 1 < 0.1%
 
-62.51628311 10 0.1%
 
-62.12548849 6 < 0.1%
 
ValueCountFrequency (%) 
62.08206687 1 < 0.1%
 
61.88666956 1 < 0.1%
 
61.61528441 1 < 0.1%
 
61.55015197 1 < 0.1%
 
61.45245331 1 < 0.1%
 

L_3
Real number (ℝ)

HIGH CORRELATION
Distinct count355
Unique (%)2.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-42.51480444
Minimum-99.72791168
Maximum62.01347776
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-99.72791168
5-th percentile-99.18373504
Q1-97.95933761
median-97.95933761
Q359.24724652
95-th percentile60.54722404
Maximum62.01347776
Range161.7413894
Interquartile range (IQR)157.2065841

Descriptive statistics

Standard deviation75.22385313
Coefficient of variation (CV)-1.769356678
Kurtosis-1.613316981
Mean-42.51480444
Median Absolute Deviation (MAD)71.78612402
Skewness0.6191094321
Sum-721603.7757
Variance5658.62808
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-99.72791168 -99.23664111 -99.17617704 -99.15350301 -98.42037615 ... 60.88733443 61.12919071 61.31058293 61.64313531 62.01347776], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-97.95933761 8669 51.1%
 
-99.18373504 1363 8.0%
 
-98.0349177 796 4.7%
 
59.4286085 59 0.3%
 
59.21701446 58 0.3%
 
59.56468287 58 0.3%
 
59.1414344 57 0.3%
 
59.33794262 54 0.3%
 
59.39840668 54 0.3%
 
59.61003093 54 0.3%
 
Other values (345) 5751 33.9%
 
ValueCountFrequency (%) 
-99.72791168 1 < 0.1%
 
-99.28954717 2 < 0.1%
 
-99.18373504 1363 8.0%
 
-99.16861903 40 0.2%
 
-99.13838699 1 < 0.1%
 
ValueCountFrequency (%) 
62.01347776 1 < 0.1%
 
61.9227514 1 < 0.1%
 
61.89254961 1 < 0.1%
 
61.87743358 2 < 0.1%
 
61.84720155 1 < 0.1%
 

L_4
Real number (ℝ)

HIGH CORRELATION
Distinct count1513
Unique (%)8.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.02876647244
Minimum-99.96979992
Maximum91.66480812
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-99.96979992
5-th percentile-98.65609644
Q1-98.65609644
median35.08495812
Q358.67122066
95-th percentile89.57194257
Maximum91.66480812
Range191.634608
Interquartile range (IQR)157.3273171

Descriptive statistics

Standard deviation78.01052208
Coefficient of variation (CV)2711.855693
Kurtosis-1.706557959
Mean0.02876647244
Median Absolute Deviation (MAD)74.39748872
Skewness-0.4055181529
Sum488.2533368
Variance6085.641554
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-99.96979992 -99.44129852 -98.78444678 -98.24839536 -97.75009404 ... 89.07515126 89.37713695 91.32505721 91.53644267 91.66480812], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-98.65609644 5824 34.3%
 
-98.91279712 269 1.6%
 
34.54135668 75 0.4%
 
57.87091853 75 0.4%
 
58.00681889 72 0.4%
 
34.61685689 69 0.4%
 
57.99171884 69 0.4%
 
57.79541833 68 0.4%
 
58.03701897 67 0.4%
 
34.60175684 67 0.4%
 
Other values (1503) 10318 60.8%
 
ValueCountFrequency (%) 
-99.96979992 8 < 0.1%
 
-98.91279712 269 1.6%
 
-98.65609644 5824 34.3%
 
-97.84069428 61 0.4%
 
-97.76519408 3 < 0.1%
 
ValueCountFrequency (%) 
91.66480812 1 < 0.1%
 
91.63460805 1 < 0.1%
 
91.54400779 2 < 0.1%
 
91.52887756 2 < 0.1%
 
91.51380771 1 < 0.1%
 

L_5
Real number (ℝ)

HIGH CORRELATION
Distinct count2011
Unique (%)11.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-37.06908011
Minimum-98.72687786
Maximum57.7922564
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-98.72687786
5-th percentile-77.60802816
Q1-77.60802816
median-18.61005018
Q3-11.3307871
95-th percentile-4.785441485
Maximum57.7922564
Range156.5191343
Interquartile range (IQR)66.27724105

Descriptive statistics

Standard deviation31.44019515
Coefficient of variation (CV)-0.84815148
Kurtosis-1.651633874
Mean-37.06908011
Median Absolute Deviation (MAD)29.94758002
Skewness-0.4323934854
Sum-629173.4966
Variance988.4858714
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-98.72687786 -78.25207818 -77.66045084 -77.63049502 -77.49569385 ... -1.82730473 -0.53920468 2.19426346 5.18984498 57.7922564 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-77.60802816 5786 34.1%
 
-72.5454954 184 1.1%
 
-72.68029656 102 0.6%
 
-74.22302104 62 0.4%
 
-74.47764547 49 0.3%
 
-12.7387104 20 0.1%
 
-10.44709054 19 0.1%
 
-15.34486632 19 0.1%
 
-77.65296188 18 0.1%
 
-12.36426271 18 0.1%
 
Other values (2001) 10696 63.0%
 
ValueCountFrequency (%) 
-98.72687786 1 < 0.1%
 
-96.55508125 1 < 0.1%
 
-92.27139968 1 < 0.1%
 
-92.13659852 1 < 0.1%
 
-82.01153299 8 < 0.1%
 
ValueCountFrequency (%) 
57.7922564 1 < 0.1%
 
57.65745524 1 < 0.1%
 
52.78963529 1 < 0.1%
 
51.00726429 1 < 0.1%
 
50.39317008 1 < 0.1%
 

L_6
Real number (ℝ)

HIGH CORRELATION
Distinct count1649
Unique (%)9.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-66.16746181
Minimum-85.30511917
Maximum21.27818743
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-85.30511917
5-th percentile-84.31121086
Q1-79.9080902
median-79.9080902
Q3-42.54568774
95-th percentile-36.12268892
Maximum21.27818743
Range106.5833066
Interquartile range (IQR)37.36240246

Descriptive statistics

Standard deviation19.47190256
Coefficient of variation (CV)-0.2942821446
Kurtosis-1.387704889
Mean-66.16746181
Median Absolute Deviation (MAD)18.40669376
Skewness0.6635541901
Sum-1123060.329
Variance379.1549894
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-85.30511917 -84.80816501 -83.61120017 -80.0630544 -79.94015176 ... -32.34476864 -30.64016246 -23.14844504 -20.59955116 21.27818743], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-79.9080902 8669 51.1%
 
-84.31121086 1410 8.3%
 
-79.97221332 796 4.7%
 
-38.32424925 15 0.1%
 
-39.4250294 14 0.1%
 
-41.33803571 13 0.1%
 
-37.62958215 12 0.1%
 
-40.24794274 12 0.1%
 
-39.98076309 12 0.1%
 
-36.9776638 12 0.1%
 
Other values (1639) 6008 35.4%
 
ValueCountFrequency (%) 
-85.30511917 1 < 0.1%
 
-84.31121086 1410 8.3%
 
-82.91118949 5 < 0.1%
 
-82.84706637 3 < 0.1%
 
-81.63941435 2 < 0.1%
 
ValueCountFrequency (%) 
21.27818743 1 < 0.1%
 
14.69488081 1 < 0.1%
 
11.29635564 1 < 0.1%
 
9.158918434 1 < 0.1%
 
6.123757588 1 < 0.1%
 

L_7
Real number (ℝ)

HIGH CORRELATION
Distinct count3366
Unique (%)19.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean51.27061545
Minimum-97.14774672
Maximum89.10439246
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-97.14774672
5-th percentile28.10895607
Q150.1283514
median54.24985738
Q358.07187678
95-th percentile81.64575014
Maximum89.10439246
Range186.2521392
Interquartile range (IQR)7.943525377

Descriptive statistics

Standard deviation26.41618688
Coefficient of variation (CV)0.51523054
Kurtosis17.19877554
Mean51.27061545
Median Absolute Deviation (MAD)13.53777484
Skewness-3.616436701
Sum870216.156
Variance697.8149294
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-97.14774672 -95.75014261 -95.69309755 -93.71078152 -93.60382202 ... 81.82401597 87.2432972 88.12748145 88.63377067 89.10439246], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-95.72162008 69 0.4%
 
57.35881346 32 0.2%
 
56.68853393 29 0.2%
 
56.63148887 28 0.2%
 
51.41183686 27 0.2%
 
56.77410154 27 0.2%
 
57.17341701 27 0.2%
 
53.1802624 26 0.2%
 
56.51739875 26 0.2%
 
56.75984026 24 0.1%
 
Other values (3356) 16658 98.1%
 
ValueCountFrequency (%) 
-97.14774672 1 < 0.1%
 
-96.59155733 1 < 0.1%
 
-96.54877353 1 < 0.1%
 
-96.16371934 1 < 0.1%
 
-96.14945807 1 < 0.1%
 
ValueCountFrequency (%) 
89.10439246 1 < 0.1%
 
89.06158015 1 < 0.1%
 
89.03308613 1 < 0.1%
 
88.9047062 1 < 0.1%
 
88.8334284 2 < 0.1%
 

L_8
Real number (ℝ)

Distinct count4465
Unique (%)26.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-28.52193828
Minimum-61.20509849
Maximum33.31788333
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-61.20509849
5-th percentile-37.48628815
Q1-33.4517832
median-28.4871894
Q3-23.67709541
95-th percentile-19.38715078
Maximum33.31788333
Range94.52298183
Interquartile range (IQR)9.774687784

Descriptive statistics

Standard deviation5.927695535
Coefficient of variation (CV)-0.2078293374
Kurtosis-0.03240018502
Mean-28.52193828
Median Absolute Deviation (MAD)5.060973166
Skewness0.01262979548
Sum-484102.8584
Variance35.13757435
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-61.20509849 -47.3644908 -43.14664607 -40.6488992 -39.39745076 ... -17.27307842 -15.90060514 -15.07918116 -9.18501353 33.31788333], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-33.27668341 83 0.5%
 
-26.12849235 19 0.1%
 
-22.69859664 13 0.1%
 
-34.94528133 13 0.1%
 
-26.10789238 13 0.1%
 
-34.03373247 13 0.1%
 
-35.21823099 13 0.1%
 
-34.16248231 13 0.1%
 
-32.67928416 12 0.1%
 
-33.95648256 12 0.1%
 
Other values (4455) 16769 98.8%
 
ValueCountFrequency (%) 
-61.20509849 1 < 0.1%
 
-59.46440067 1 < 0.1%
 
-58.55800181 1 < 0.1%
 
-53.26380843 1 < 0.1%
 
-51.73426034 1 < 0.1%
 
ValueCountFrequency (%) 
33.31788333 1 < 0.1%
 
-5.930217601 1 < 0.1%
 
-8.515514366 1 < 0.1%
 
-9.854512698 1 < 0.1%
 
-10.02961248 1 < 0.1%
 

L_9
Real number (ℝ)

HIGH CORRELATION
Distinct count1067
Unique (%)6.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean54.94165202
Minimum-99.83296637
Maximum90.46389794
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-99.83296637
5-th percentile34.11279325
Q157.16343481
median57.7253056
Q358.75787715
95-th percentile89.73499355
Maximum90.46389794
Range190.2968643
Interquartile range (IQR)1.594442341

Descriptive statistics

Standard deviation27.58282228
Coefficient of variation (CV)0.5020384584
Kurtosis17.70351888
Mean54.94165202
Median Absolute Deviation (MAD)13.78714783
Skewness-3.689287942
Sum932524.6597
Variance760.8120849
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-99.83296637 -99.81018905 -97.72986106 -97.70708374 -97.50208792 ... 89.57556752 89.69706172 90.07666843 90.24370205 90.46389794], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
57.28494418 145 0.9%
 
57.43679295 142 0.8%
 
57.45197781 138 0.8%
 
57.64938121 135 0.8%
 
57.48234758 133 0.8%
 
57.54308708 132 0.8%
 
57.58864169 130 0.8%
 
57.30012907 130 0.8%
 
57.34568368 129 0.8%
 
57.51271733 128 0.8%
 
Other values (1057) 15631 92.1%
 
ValueCountFrequency (%) 
-99.83296637 4 < 0.1%
 
-99.78741174 4 < 0.1%
 
-97.7374535 17 0.1%
 
-97.72226862 21 0.1%
 
-97.69189887 6 < 0.1%
 
ValueCountFrequency (%) 
90.46389794 1 < 0.1%
 
90.44871308 2 < 0.1%
 
90.43352819 1 < 0.1%
 
90.41834333 3 < 0.1%
 
90.38797356 2 < 0.1%
 

L_10
Real number (ℝ)

Distinct count2499
Unique (%)14.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-29.99049457
Minimum-98.57266097
Maximum56.03482081
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-98.57266097
5-th percentile-42.90643872
Q1-34.68747549
median-29.43298563
Q3-24.35103128
95-th percentile-17.63783231
Maximum56.03482081
Range154.6074818
Interquartile range (IQR)10.33644421

Descriptive statistics

Standard deviation9.456956805
Coefficient of variation (CV)-0.3153318056
Kurtosis8.668881173
Mean-29.99049457
Median Absolute Deviation (MAD)6.612218282
Skewness-0.7125425883
Sum-509028.6644
Variance89.43403202
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-98.57266097 -97.40412517 -77.05278017 -73.10799153 -69.23378559 ... -15.07332758 -12.72057093 -8.07779781 -3.59187515 56.03482081], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-28.146812 27 0.2%
 
-29.6996314 24 0.1%
 
-29.37024546 24 0.1%
 
-30.15449767 24 0.1%
 
-29.85648185 23 0.1%
 
-29.29182024 23 0.1%
 
-32.96212061 23 0.1%
 
-27.22139439 22 0.1%
 
-27.97427652 22 0.1%
 
-29.38593052 22 0.1%
 
Other values (2489) 16739 98.6%
 
ValueCountFrequency (%) 
-98.57266097 8 < 0.1%
 
-96.23558937 1 < 0.1%
 
-95.29448671 1 < 0.1%
 
-94.43180927 1 < 0.1%
 
-85.60112932 1 < 0.1%
 
ValueCountFrequency (%) 
56.03482081 1 < 0.1%
 
51.12540195 1 < 0.1%
 
44.23966749 1 < 0.1%
 
43.81617128 1 < 0.1%
 
42.71821818 1 < 0.1%
 

A_5
Real number (ℝ)

HIGH CORRELATION
Distinct count27
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean91.42409616
Minimum-100
Maximum100
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-100
5-th percentile71.42857321
Q1100
median100
Q3100
95-th percentile100
Maximum100
Range200
Interquartile range (IQR)0

Descriptive statistics

Standard deviation29.23491752
Coefficient of variation (CV)0.3197725627
Kurtosis33.50619426
Mean91.42409616
Median Absolute Deviation (MAD)14.05174217
Skewness-5.608703864
Sum1551741.184
Variance854.6804026
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-100. -81.84135763 57.20634444 61.9047622 68.8693242 72.76181914 82.63530346 85.06377622 99.73131337 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
100 13901 81.9%
 
71.42857321 2594 15.3%
 
-100 335 2.0%
 
84.12698372 56 0.3%
 
58.73016269 55 0.3%
 
90.47619521 4 < 0.1%
 
96.82539424 3 < 0.1%
 
65.07936171 2 < 0.1%
 
77.77778469 2 < 0.1%
 
-63.68271527 2 < 0.1%
 
Other values (17) 19 0.1%
 
ValueCountFrequency (%) 
-100 335 2.0%
 
-63.68271527 2 < 0.1%
 
-56.21031353 1 < 0.1%
 
-44.8696948 1 < 0.1%
 
-2.407412998 1 < 0.1%
 
ValueCountFrequency (%) 
100 13901 81.9%
 
99.46262673 1 < 0.1%
 
99.19890598 1 < 0.1%
 
96.82539424 3 < 0.1%
 
93.65080095 2 < 0.1%
 

B_5
Real number (ℝ)

Distinct count26
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean71.29596991
Minimum-100
Maximum100
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-100
5-th percentile33.33333333
Q183.33333334
median83.33333334
Q383.33333334
95-th percentile83.33333334
Maximum100
Range200
Interquartile range (IQR)0

Descriptive statistics

Standard deviation31.77431605
Coefficient of variation (CV)0.4456677718
Kurtosis16.31621761
Mean71.29596991
Median Absolute Deviation (MAD)19.72206459
Skewness-3.754913375
Sum1210106.497
Variance1009.60716
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-100. -83.33333334 -54.38335541 -24.63286919 31.13341404 ... 61.66666274 83.24986746 87.26663835 95.59997168 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
83.33333334 13838 81.5%
 
33.33333333 2617 15.4%
 
-100 377 2.2%
 
59.99999476 40 0.2%
 
50.00000001 33 0.2%
 
100 26 0.2%
 
-49.99999999 14 0.1%
 
56.66665882 4 < 0.1%
 
76.66666143 3 < 0.1%
 
70.00000262 3 < 0.1%
 
Other values (16) 18 0.1%
 
ValueCountFrequency (%) 
-100 377 2.2%
 
-66.66666667 1 < 0.1%
 
-58.76671083 1 < 0.1%
 
-49.99999999 14 0.1%
 
0.7342616063 1 < 0.1%
 
ValueCountFrequency (%) 
100 26 0.2%
 
91.19994337 1 < 0.1%
 
83.33333334 13838 81.5%
 
83.16640158 1 < 0.1%
 
76.66666143 3 < 0.1%
 

C_5
Real number (ℝ)

HIGH CORRELATION
Distinct count25
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean85.75204106
Minimum-100
Maximum93.84614893
Zeros0
Zeros (%)0.0%
Memory size132.7 KiB

Quantile statistics

Minimum-100
5-th percentile66.15384367
Q193.84614893
median93.84614893
Q393.84614893
95-th percentile93.84614893
Maximum93.84614893
Range193.8461489
Interquartile range (IQR)0

Descriptive statistics

Standard deviation27.48543082
Coefficient of variation (CV)0.3205221763
Kurtosis35.49793473
Mean85.75204106
Median Absolute Deviation (MAD)13.26203228
Skewness-5.736311713
Sum1455469.393
Variance755.4489075
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-100. -77.41534969 37.00243401 56.92307323 65.67994604 67.69230641 78.31993735 79.83102536 92.30768618 93.84614893], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
93.84614893 13901 81.9%
 
66.15384367 2592 15.3%
 
-100 312 1.8%
 
53.84615378 81 0.5%
 
78.46153354 55 0.3%
 
90.76922343 6 < 0.1%
 
59.99999268 4 < 0.1%
 
84.61538453 3 < 0.1%
 
69.23076915 2 < 0.1%
 
72.30769464 2 < 0.1%
 
Other values (15) 15 0.1%
 
ValueCountFrequency (%) 
-100 312 1.8%
 
-54.83069937 1 < 0.1%
 
-37.32939706 1 < 0.1%
 
-8.751492118 1 < 0.1%
 
-0.8003835522 1 < 0.1%
 
ValueCountFrequency (%) 
93.84614893 13901 81.9%
 
90.76922343 6 < 0.1%
 
87.69231001 1 < 0.1%
 
84.61538453 3 < 0.1%
 
84.36936818 1 < 0.1%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Missing values

Sample

First rows

TimestampL_1L_2A_1A_2B_1B_2C_1C_2A_3A_4B_3B_4C_3C_4L_3L_4L_5L_6L_7L_8L_9L_10A_5B_5C_5
00-99.331815-79.731577-49.996189-56.874058-55.671430-57.022951-55.660953-57.035192-65.697449-74.540022-71.040724-72.811377-72.546054-62.125488-99.183735-97.704794-76.934022-84.311211-93.610953-25.438393-97.509680-65.524273-100.0-100.0-100.0
11-99.331815-79.731577-50.087659-56.874058-55.617255-56.970492-55.498340-57.087620-65.697449-76.505740-71.040724-74.141754-72.546054-62.125488-99.183735-97.704794-76.934022-84.311211-93.610953-25.438393-97.509680-65.524273-100.0-100.0-100.0
22-96.142749-71.343358-50.118149-56.978955-55.603711-57.140984-55.538993-57.048299-65.697449-72.637207-71.040724-76.726049-72.546054-62.125488-99.183735-97.402793-71.781622-84.311211-93.610953-23.687395-97.509680-71.139518-100.0-100.0-100.0
33-88.883827-59.724121-50.102904-56.874058-55.671430-56.983607-55.593197-57.035192-65.697449-72.511401-71.040724-76.726049-72.546054-62.125488-99.183735-90.033974-57.552610-84.311211-85.852824-12.887859-89.826133-68.708337-100.0-100.0-100.0
44-66.985573-50.316888-50.148639-56.992067-55.590167-57.062295-55.674504-57.035192-65.697449-75.939613-71.040724-78.117593-72.546054-62.125488-99.183735-68.244616-45.735041-84.311211-65.288078-10.575512-67.853618-67.030037-100.0-100.0-100.0
55-11.359150-42.525165-50.041924-57.005179-55.563080-56.878689-55.566095-56.995871-65.697449-77.071867-70.701357-73.254836-72.546054-62.125488-99.183735-12.751969-36.283981-84.311211-13.191671-8.515514-12.368081-47.282566-100.0-100.0-100.0
660.136674-44.240089-49.965699-57.228086-55.590167-57.18032811.0779867.438233-65.697449-74.555748-70.846800-74.569921-25.446797-25.358228-99.183735-0.717237-49.868943-84.311211-4.221335-23.9500450.083517-65.257627-100.0-100.0-100.0
7747.304480-58.978501-50.179130-56.913394-55.590167-57.03606611.0915377.359591-65.697449-75.090423-70.846800-75.258047-24.168271-25.358228-99.18373547.361291-71.092638-84.31121143.211637-31.28878647.581809-36.773586-100.0-100.0-100.0
88-77.372817-72.262955-50.118149-57.228086-55.684973-57.14098411.0644357.359591-65.697449-75.090423-70.168067-75.258047-24.841903-23.132870-99.183735-74.707433-96.555081-84.311211-71.891044-40.589674-74.459039-94.431809-100.0-100.0-100.0
99-96.841306-60.308189-50.041924-57.254311-55.684973-57.23278710.9831297.398912-66.116151-75.279132-70.038785-77.842343-26.202914-23.621363-99.183735-97.463193-75.406276-84.311211-93.339989-25.572293-97.403386-63.234256-100.0-100.0-100.0

Last rows

TimestampL_1L_2A_1A_2B_1B_2C_1C_2A_3A_4B_3B_4C_3C_4L_3L_4L_5L_6L_7L_8L_9L_10A_5B_5C_5
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1696416964-18.329537-28.95489074.87613482.66570555.34638082.60983655.45768782.38416747.72427766.37836126.43826865.82307527.28897459.563613-97.959338-16.209878-50.947353-79.90809-15.059897-58.558002-16.832465-60.28546871.42857333.33333366.153844
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1697116971-99.104024-79.731577-12.615291-24.762342-22.326810-24.773770-22.298259-24.896782-43.258122-56.298160-52.844215-57.336188-57.025021-48.664785-97.959338-97.765194-68.156968-79.90809-93.52538533.317883-97.570420-71.641440-100.000000-100.000000-100.000000
1697216972-99.104024-79.731577-12.584801-24.827903-22.286179-24.865574-26.444881-25.932237-45.072497-59.207423-52.957337-55.975227-75.364311-68.193660-97.959338-97.765194-73.159590-79.90809-95.835710-33.276683-97.570420-69.680809-100.000000-100.000000-100.000000